Estimation of impervious surface based on integrated analysis of classification and regression by using SVM.
Xi ChengJiancheng LuoZhanfeng ShenChangming Zhu XinLiegang XiaPublished in: IGARSS (2011)
Keyphrases
- support vector
- support vector machine svm
- support vector machine
- svm classifier
- classification algorithm
- pattern recognition
- text classification
- machine learning
- multi class
- feature vectors
- decision trees
- svm classification
- neural network
- cost sensitive
- training set
- model selection
- feature selection
- classification and regression problems
- improves the classification accuracy
- semi parametric
- ensemble classifier
- generalization ability
- input space
- classification method
- learning algorithm
- feature space
- knn
- classification accuracy